Machine Learning Researcher - Modeller
Core
Develop high to mid frequency delta one trading strategies and predictive models for APAC markets using machine learning.
Role type
Senior IC machine learning researcher (quant trading)
Builds
Production trading strategies and predictive models for APAC markets
Domain
Financial markets / Quantitative trading
Deliverable
production ML models
Required skills
Deep learning (CNN, RNN, LSTM, transformers), distributed computing, statistical modeling, Python, TensorFlow/PyTorch
Preferred skills
Experience in high to mid frequency delta one space, mentorship
Technologies
TensorFlow, PyTorch
Responsibilities
Leverage deep learning to improve prediction quality; collaborate with feature engineers and traders; develop and improve sampling, weighting, cost, target, hyperparameters, and network architecture; keep abreast of latest developments in industry and academia; mentor junior colleagues; apply distributed computing to align training hardware for large datasets
Seniority
Senior, hands-on IC